OpES speeds up federated GNN training by pruning remote neighbours and overlapping embedding uploads with local training.
Communication-efficient learning of deep networks from decentralized data
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Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks
OpES speeds up federated GNN training by pruning remote neighbours and overlapping embedding uploads with local training.